Jev in production › SQL and data pipelines
MotherDuck
MotherDuck's prompt_jev() SQL function runs Jev as a typed classifier over table rows, matching frontier-LLM accuracy while classifying 100k rows for $0.50, versus 32 minutes and $37 for an LLM (company).
$0.50measured against a baseline, as published by the source
- Use
- SQL and data pipelines
- Industry
- Data and analytics
- Form
- Commercial product
- Stage
- In production
- Plugs into
- MotherDuck
- Listed
- 2026-09-28
- Found via
- x
Badge
For the project's own README, linking back here:
Also used for sql and data pipelines
- JevSDSQL $0.389
- grev sub-cent cost per few thousand lines
- Jev IDS 7.7x
- jev-harness (AntonioCoppe) 1.3 seconds
- jev-ultralightspeed 41% less money
- jlink $2.95
- signal-weave 130/144 exact outcome decisions
- jevgrep mean F1 of 0.90